Dataset statistics
| Number of variables | 27 |
|---|---|
| Number of observations | 3000 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 632.9 KiB |
| Average record size in memory | 216.0 B |
Variable types
| Numeric | 8 |
|---|---|
| Categorical | 15 |
| Boolean | 1 |
| DateTime | 3 |
PatientID has unique values | Unique |
NumHealthcareVisits has 164 (5.5%) zeros | Zeros |
Reproduction
| Analysis started | 2024-07-16 01:15:51.019612 |
|---|---|
| Analysis finished | 2024-07-16 01:16:17.617631 |
| Duration | 26.6 seconds |
| Software version | ydata-profiling vv4.6.4 |
| Download configuration | config.json |
PatientID
Real number (ℝ)
UNIQUE 
| Distinct | 3000 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4.9031143 × 1012 |
| Minimum | 1.2776501 × 108 |
|---|---|
| Maximum | 9.9959456 × 1012 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 23.6 KiB |
Quantile statistics
| Minimum | 1.2776501 × 108 |
|---|---|
| 5-th percentile | 5.2104461 × 1011 |
| Q1 | 2.4519326 × 1012 |
| median | 4.829809 × 1012 |
| Q3 | 7.3470709 × 1012 |
| 95-th percentile | 9.4439364 × 1012 |
| Maximum | 9.9959456 × 1012 |
| Range | 9.9958178 × 1012 |
| Interquartile range (IQR) | 4.8951383 × 1012 |
Descriptive statistics
| Standard deviation | 2.859756 × 1012 |
|---|---|
| Coefficient of variation (CV) | 0.58325297 |
| Kurtosis | -1.1846337 |
| Mean | 4.9031143 × 1012 |
| Median Absolute Deviation (MAD) | 2.4522073 × 1012 |
| Skewness | 0.048171061 |
| Sum | 1.4709343 × 1016 |
| Variance | 8.1782043 × 1024 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 4.479647884 × 1012 | 1 | < 0.1% |
| 6.554672046 × 1012 | 1 | < 0.1% |
| 5.967086123 × 1011 | 1 | < 0.1% |
| 5.79265433 × 1012 | 1 | < 0.1% |
| 1.033866484 × 1012 | 1 | < 0.1% |
| 6.50918191 × 1012 | 1 | < 0.1% |
| 2.518596627 × 1012 | 1 | < 0.1% |
| 3.952356797 × 1012 | 1 | < 0.1% |
| 6.67795844 × 1012 | 1 | < 0.1% |
| 9.530799161 × 1012 | 1 | < 0.1% |
| Other values (2990) | 2990 |
| Value | Count | Frequency (%) |
| 127765011 | 1 | |
| 2701347156 | 1 | |
| 3485322605 | 1 | |
| 2.166624908 × 1010 | 1 | |
| 2.57588564 × 1010 | 1 | |
| 2.612047544 × 1010 | 1 | |
| 2.838905707 × 1010 | 1 | |
| 2.936088486 × 1010 | 1 | |
| 4.52462392 × 1010 | 1 | |
| 4.854021345 × 1010 | 1 |
| Value | Count | Frequency (%) |
| 9.995945605 × 1012 | 1 | |
| 9.984733852 × 1012 | 1 | |
| 9.983869172 × 1012 | 1 | |
| 9.983855358 × 1012 | 1 | |
| 9.982106498 × 1012 | 1 | |
| 9.981010584 × 1012 | 1 | |
| 9.979627801 × 1012 | 1 | |
| 9.977829731 × 1012 | 1 | |
| 9.973363977 × 1012 | 1 | |
| 9.970791953 × 1012 | 1 |
Age
Real number (ℝ)
| Distinct | 62 |
|---|---|
| Distinct (%) | 2.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 48.245667 |
| Minimum | 18 |
|---|---|
| Maximum | 79 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 23.6 KiB |
Quantile statistics
| Minimum | 18 |
|---|---|
| 5-th percentile | 21 |
| Q1 | 33 |
| median | 48 |
| Q3 | 64 |
| 95-th percentile | 77 |
| Maximum | 79 |
| Range | 61 |
| Interquartile range (IQR) | 31 |
Descriptive statistics
| Standard deviation | 17.867038 |
|---|---|
| Coefficient of variation (CV) | 0.37033457 |
| Kurtosis | -1.1937588 |
| Mean | 48.245667 |
| Median Absolute Deviation (MAD) | 15 |
| Skewness | 0.030996074 |
| Sum | 144737 |
| Variance | 319.23106 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 38 | 70 | 2.3% |
| 77 | 65 | 2.2% |
| 57 | 62 | 2.1% |
| 69 | 59 | 2.0% |
| 42 | 58 | 1.9% |
| 34 | 57 | 1.9% |
| 33 | 57 | 1.9% |
| 50 | 56 | 1.9% |
| 52 | 56 | 1.9% |
| 27 | 56 | 1.9% |
| Other values (52) | 2404 |
| Value | Count | Frequency (%) |
| 18 | 42 | |
| 19 | 54 | |
| 20 | 50 | |
| 21 | 50 | |
| 22 | 54 | |
| 23 | 50 | |
| 24 | 45 | |
| 25 | 42 | |
| 26 | 40 | |
| 27 | 56 |
| Value | Count | Frequency (%) |
| 79 | 47 | |
| 78 | 47 | |
| 77 | 65 | |
| 76 | 30 | |
| 75 | 54 | |
| 74 | 48 | |
| 73 | 46 | |
| 72 | 45 | |
| 71 | 51 | |
| 70 | 36 |
Gender
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 23.6 KiB |
| Male | |
|---|---|
| Female |
Length
| Max length | 6 |
|---|---|
| Median length | 4 |
| Mean length | 4.9706667 |
| Min length | 4 |
Characters and Unicode
| Total characters | 14912 |
|---|---|
| Distinct characters | 6 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Female |
|---|---|
| 2nd row | Female |
| 3rd row | Female |
| 4th row | Male |
| 5th row | Male |
Common Values
| Value | Count | Frequency (%) |
| Male | 1544 | |
| Female | 1456 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| male | 1544 | |
| female | 1456 |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 4456 | |
| a | 3000 | |
| l | 3000 | |
| M | 1544 | 10.4% |
| F | 1456 | 9.8% |
| m | 1456 | 9.8% |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 11912 | |
| Uppercase Letter | 3000 | 20.1% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| e | 4456 | |
| a | 3000 | |
| l | 3000 | |
| m | 1456 | 12.2% |
Uppercase Letter
| Value | Count | Frequency (%) |
| M | 1544 | |
| F | 1456 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 14912 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| e | 4456 | |
| a | 3000 | |
| l | 3000 | |
| M | 1544 | 10.4% |
| F | 1456 | 9.8% |
| m | 1456 | 9.8% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 14912 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| e | 4456 | |
| a | 3000 | |
| l | 3000 | |
| M | 1544 | 10.4% |
| F | 1456 | 9.8% |
| m | 1456 | 9.8% |
Race
Categorical
| Distinct | 5 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 23.6 KiB |
| Hispanic | |
|---|---|
| Other | |
| Asian | |
| White | |
| Black |
Length
| Max length | 8 |
|---|---|
| Median length | 5 |
| Mean length | 5.612 |
| Min length | 5 |
Characters and Unicode
| Total characters | 16836 |
|---|---|
| Distinct characters | 17 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Other |
|---|---|
| 2nd row | Asian |
| 3rd row | White |
| 4th row | White |
| 5th row | White |
Common Values
| Value | Count | Frequency (%) |
| Hispanic | 612 | |
| Other | 609 | |
| Asian | 598 | |
| White | 598 | |
| Black | 583 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| hispanic | 612 | |
| other | 609 | |
| asian | 598 | |
| white | 598 | |
| black | 583 |
Most occurring characters
| Value | Count | Frequency (%) |
| i | 2420 | |
| a | 1793 | |
| s | 1210 | 7.2% |
| n | 1210 | 7.2% |
| t | 1207 | 7.2% |
| e | 1207 | 7.2% |
| h | 1207 | 7.2% |
| c | 1195 | 7.1% |
| H | 612 | 3.6% |
| p | 612 | 3.6% |
| Other values (7) | 4163 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 13836 | |
| Uppercase Letter | 3000 | 17.8% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| i | 2420 | |
| a | 1793 | |
| s | 1210 | |
| n | 1210 | |
| t | 1207 | |
| e | 1207 | |
| h | 1207 | |
| c | 1195 | |
| p | 612 | 4.4% |
| r | 609 | 4.4% |
| Other values (2) | 1166 |
Uppercase Letter
| Value | Count | Frequency (%) |
| H | 612 | |
| O | 609 | |
| A | 598 | |
| W | 598 | |
| B | 583 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 16836 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| i | 2420 | |
| a | 1793 | |
| s | 1210 | 7.2% |
| n | 1210 | 7.2% |
| t | 1207 | 7.2% |
| e | 1207 | 7.2% |
| h | 1207 | 7.2% |
| c | 1195 | 7.1% |
| H | 612 | 3.6% |
| p | 612 | 3.6% |
| Other values (7) | 4163 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 16836 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| i | 2420 | |
| a | 1793 | |
| s | 1210 | 7.2% |
| n | 1210 | 7.2% |
| t | 1207 | 7.2% |
| e | 1207 | 7.2% |
| h | 1207 | 7.2% |
| c | 1195 | 7.1% |
| H | 612 | 3.6% |
| p | 612 | 3.6% |
| Other values (7) | 4163 |
ZipCode
Categorical
| Distinct | 5 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 23.6 KiB |
| 30301 | |
|---|---|
| 73301 | |
| 90210 | |
| 60601 | |
| 10001 |
Length
| Max length | 5 |
|---|---|
| Median length | 5 |
| Mean length | 5 |
| Min length | 5 |
Characters and Unicode
| Total characters | 15000 |
|---|---|
| Distinct characters | 7 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 73301 |
|---|---|
| 2nd row | 60601 |
| 3rd row | 90210 |
| 4th row | 10001 |
| 5th row | 10001 |
Common Values
| Value | Count | Frequency (%) |
| 30301 | 666 | |
| 73301 | 621 | |
| 90210 | 602 | |
| 60601 | 559 | |
| 10001 | 552 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 30301 | 666 | |
| 73301 | 621 | |
| 90210 | 602 | |
| 60601 | 559 | |
| 10001 | 552 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 5931 | |
| 1 | 3552 | |
| 3 | 2574 | |
| 6 | 1118 | 7.5% |
| 7 | 621 | 4.1% |
| 9 | 602 | 4.0% |
| 2 | 602 | 4.0% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 15000 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 5931 | |
| 1 | 3552 | |
| 3 | 2574 | |
| 6 | 1118 | 7.5% |
| 7 | 621 | 4.1% |
| 9 | 602 | 4.0% |
| 2 | 602 | 4.0% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 15000 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 5931 | |
| 1 | 3552 | |
| 3 | 2574 | |
| 6 | 1118 | 7.5% |
| 7 | 621 | 4.1% |
| 9 | 602 | 4.0% |
| 2 | 602 | 4.0% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 15000 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 5931 | |
| 1 | 3552 | |
| 3 | 2574 | |
| 6 | 1118 | 7.5% |
| 7 | 621 | 4.1% |
| 9 | 602 | 4.0% |
| 2 | 602 | 4.0% |
ChronicPainConditions
Categorical
| Distinct | 5 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 23.6 KiB |
| Fibromyalgia | |
|---|---|
| Cancer Pain | |
| Arthritis | |
| Post-Surgery Pain | |
| Chronic Back Pain |
Length
| Max length | 17 |
|---|---|
| Median length | 12 |
| Mean length | 13.143 |
| Min length | 9 |
Characters and Unicode
| Total characters | 39429 |
|---|---|
| Distinct characters | 25 |
| Distinct categories | 4 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Fibromyalgia |
|---|---|
| 2nd row | Cancer Pain |
| 3rd row | Fibromyalgia |
| 4th row | Fibromyalgia |
| 5th row | Post-Surgery Pain |
Common Values
| Value | Count | Frequency (%) |
| Fibromyalgia | 633 | |
| Cancer Pain | 621 | |
| Arthritis | 585 | |
| Post-Surgery Pain | 583 | |
| Chronic Back Pain | 578 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| pain | 1782 | |
| fibromyalgia | 633 | 11.8% |
| cancer | 621 | 11.6% |
| arthritis | 585 | 10.9% |
| post-surgery | 583 | 10.9% |
| chronic | 578 | 10.8% |
| back | 578 | 10.8% |
Most occurring characters
| Value | Count | Frequency (%) |
| i | 4796 | |
| a | 4247 | 10.8% |
| r | 4168 | 10.6% |
| n | 2981 | 7.6% |
| P | 2365 | 6.0% |
| 2360 | 6.0% | |
| o | 1794 | 4.5% |
| c | 1777 | 4.5% |
| t | 1753 | 4.4% |
| y | 1216 | 3.1% |
| Other values (15) | 11972 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 30543 | |
| Uppercase Letter | 5943 | 15.1% |
| Space Separator | 2360 | 6.0% |
| Dash Punctuation | 583 | 1.5% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| i | 4796 | |
| a | 4247 | |
| r | 4168 | |
| n | 2981 | |
| o | 1794 | 5.9% |
| c | 1777 | 5.8% |
| t | 1753 | 5.7% |
| y | 1216 | 4.0% |
| g | 1216 | 4.0% |
| e | 1204 | 3.9% |
| Other values (7) | 5391 |
Uppercase Letter
| Value | Count | Frequency (%) |
| P | 2365 | |
| C | 1199 | |
| F | 633 | 10.7% |
| A | 585 | 9.8% |
| S | 583 | 9.8% |
| B | 578 | 9.7% |
Space Separator
| Value | Count | Frequency (%) |
| 2360 |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 583 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 36486 | |
| Common | 2943 | 7.5% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| i | 4796 | |
| a | 4247 | |
| r | 4168 | |
| n | 2981 | 8.2% |
| P | 2365 | 6.5% |
| o | 1794 | 4.9% |
| c | 1777 | 4.9% |
| t | 1753 | 4.8% |
| y | 1216 | 3.3% |
| g | 1216 | 3.3% |
| Other values (13) | 10173 |
Common
| Value | Count | Frequency (%) |
| 2360 | ||
| - | 583 | 19.8% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 39429 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| i | 4796 | |
| a | 4247 | 10.8% |
| r | 4168 | 10.6% |
| n | 2981 | 7.6% |
| P | 2365 | 6.0% |
| 2360 | 6.0% | |
| o | 1794 | 4.5% |
| c | 1777 | 4.5% |
| t | 1753 | 4.4% |
| y | 1216 | 3.1% |
| Other values (15) | 11972 |
NumOpioidPrescriptions
Real number (ℝ)
| Distinct | 19 |
|---|---|
| Distinct (%) | 0.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 10.025667 |
| Minimum | 1 |
|---|---|
| Maximum | 19 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 23.6 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 2 |
| Q1 | 5 |
| median | 10 |
| Q3 | 15 |
| 95-th percentile | 18 |
| Maximum | 19 |
| Range | 18 |
| Interquartile range (IQR) | 10 |
Descriptive statistics
| Standard deviation | 5.3812013 |
|---|---|
| Coefficient of variation (CV) | 0.53674249 |
| Kurtosis | -1.1766549 |
| Mean | 10.025667 |
| Median Absolute Deviation (MAD) | 5 |
| Skewness | 0.011644412 |
| Sum | 30077 |
| Variance | 28.957327 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 10 | 194 | 6.5% |
| 5 | 172 | 5.7% |
| 6 | 171 | 5.7% |
| 13 | 171 | 5.7% |
| 18 | 169 | 5.6% |
| 12 | 168 | 5.6% |
| 16 | 168 | 5.6% |
| 7 | 165 | 5.5% |
| 3 | 158 | 5.3% |
| 4 | 155 | 5.2% |
| Other values (9) | 1309 |
| Value | Count | Frequency (%) |
| 1 | 138 | |
| 2 | 142 | |
| 3 | 158 | |
| 4 | 155 | |
| 5 | 172 | |
| 6 | 171 | |
| 7 | 165 | |
| 8 | 151 | |
| 9 | 149 | |
| 10 | 194 |
| Value | Count | Frequency (%) |
| 19 | 145 | |
| 18 | 169 | |
| 17 | 142 | |
| 16 | 168 | |
| 15 | 152 | |
| 14 | 141 | |
| 13 | 171 | |
| 12 | 168 | |
| 11 | 149 | |
| 10 | 194 |
AverageDosage
Real number (ℝ)
| Distinct | 95 |
|---|---|
| Distinct (%) | 3.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 52.089 |
| Minimum | 5 |
|---|---|
| Maximum | 99 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 23.6 KiB |
Quantile statistics
| Minimum | 5 |
|---|---|
| 5-th percentile | 10 |
| Q1 | 29 |
| median | 52 |
| Q3 | 76 |
| 95-th percentile | 95 |
| Maximum | 99 |
| Range | 94 |
| Interquartile range (IQR) | 47 |
Descriptive statistics
| Standard deviation | 27.392186 |
|---|---|
| Coefficient of variation (CV) | 0.52587276 |
| Kurtosis | -1.2205004 |
| Mean | 52.089 |
| Median Absolute Deviation (MAD) | 24 |
| Skewness | 0.034422999 |
| Sum | 156267 |
| Variance | 750.33186 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 33 | 44 | 1.5% |
| 73 | 44 | 1.5% |
| 21 | 42 | 1.4% |
| 83 | 42 | 1.4% |
| 34 | 41 | 1.4% |
| 56 | 41 | 1.4% |
| 31 | 41 | 1.4% |
| 30 | 40 | 1.3% |
| 86 | 40 | 1.3% |
| 29 | 40 | 1.3% |
| Other values (85) | 2585 |
| Value | Count | Frequency (%) |
| 5 | 21 | |
| 6 | 33 | |
| 7 | 29 | |
| 8 | 24 | |
| 9 | 36 | |
| 10 | 23 | |
| 11 | 31 | |
| 12 | 32 | |
| 13 | 28 | |
| 14 | 29 |
| Value | Count | Frequency (%) |
| 99 | 28 | |
| 98 | 34 | |
| 97 | 36 | |
| 96 | 35 | |
| 95 | 34 | |
| 94 | 32 | |
| 93 | 30 | |
| 92 | 36 | |
| 91 | 34 | |
| 90 | 25 |
DurationOfPrescriptions
Real number (ℝ)
| Distinct | 29 |
|---|---|
| Distinct (%) | 1.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 14.974 |
| Minimum | 1 |
|---|---|
| Maximum | 29 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 23.6 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 2 |
| Q1 | 8 |
| median | 15 |
| Q3 | 22 |
| 95-th percentile | 28 |
| Maximum | 29 |
| Range | 28 |
| Interquartile range (IQR) | 14 |
Descriptive statistics
| Standard deviation | 8.3232055 |
|---|---|
| Coefficient of variation (CV) | 0.55584383 |
| Kurtosis | -1.168202 |
| Mean | 14.974 |
| Median Absolute Deviation (MAD) | 7 |
| Skewness | 0.009554749 |
| Sum | 44922 |
| Variance | 69.275749 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 26 | 119 | 4.0% |
| 10 | 118 | 3.9% |
| 9 | 117 | 3.9% |
| 11 | 116 | 3.9% |
| 29 | 115 | 3.8% |
| 16 | 114 | 3.8% |
| 6 | 113 | 3.8% |
| 1 | 112 | 3.7% |
| 14 | 110 | 3.7% |
| 20 | 109 | 3.6% |
| Other values (19) | 1857 |
| Value | Count | Frequency (%) |
| 1 | 112 | |
| 2 | 109 | |
| 3 | 96 | |
| 4 | 83 | |
| 5 | 94 | |
| 6 | 113 | |
| 7 | 96 | |
| 8 | 94 | |
| 9 | 117 | |
| 10 | 118 |
| Value | Count | Frequency (%) |
| 29 | 115 | |
| 28 | 92 | |
| 27 | 90 | |
| 26 | 119 | |
| 25 | 105 | |
| 24 | 84 | |
| 23 | 107 | |
| 22 | 103 | |
| 21 | 95 | |
| 20 | 109 |
NumHealthcareVisits
Real number (ℝ)
ZEROS 
| Distinct | 20 |
|---|---|
| Distinct (%) | 0.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 9.5823333 |
| Minimum | 0 |
|---|---|
| Maximum | 19 |
| Zeros | 164 |
| Zeros (%) | 5.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 23.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 5 |
| median | 10 |
| Q3 | 15 |
| 95-th percentile | 19 |
| Maximum | 19 |
| Range | 19 |
| Interquartile range (IQR) | 10 |
Descriptive statistics
| Standard deviation | 5.7690249 |
|---|---|
| Coefficient of variation (CV) | 0.60204803 |
| Kurtosis | -1.1987407 |
| Mean | 9.5823333 |
| Median Absolute Deviation (MAD) | 5 |
| Skewness | -0.029814822 |
| Sum | 28747 |
| Variance | 33.281648 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 15 | 180 | 6.0% |
| 0 | 164 | 5.5% |
| 8 | 162 | 5.4% |
| 10 | 158 | 5.3% |
| 3 | 158 | 5.3% |
| 6 | 157 | 5.2% |
| 19 | 154 | 5.1% |
| 12 | 154 | 5.1% |
| 5 | 149 | 5.0% |
| 18 | 148 | 4.9% |
| Other values (10) | 1416 |
| Value | Count | Frequency (%) |
| 0 | 164 | |
| 1 | 134 | |
| 2 | 140 | |
| 3 | 158 | |
| 4 | 132 | |
| 5 | 149 | |
| 6 | 157 | |
| 7 | 137 | |
| 8 | 162 | |
| 9 | 141 |
| Value | Count | Frequency (%) |
| 19 | 154 | |
| 18 | 148 | |
| 17 | 147 | |
| 16 | 147 | |
| 15 | 180 | |
| 14 | 147 | |
| 13 | 146 | |
| 12 | 154 | |
| 11 | 145 | |
| 10 | 158 |
NumHospitalizations
Categorical
| Distinct | 5 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 23.6 KiB |
| 1 | |
|---|---|
| 3 | |
| 2 | |
| 4 | |
| 0 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 3000 |
|---|---|
| Distinct characters | 5 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 2 |
| 4th row | 2 |
| 5th row | 3 |
Common Values
| Value | Count | Frequency (%) |
| 1 | 613 | |
| 3 | 607 | |
| 2 | 603 | |
| 4 | 589 | |
| 0 | 588 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 1 | 613 | |
| 3 | 607 | |
| 2 | 603 | |
| 4 | 589 | |
| 0 | 588 |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 613 | |
| 3 | 607 | |
| 2 | 603 | |
| 4 | 589 | |
| 0 | 588 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 3000 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 1 | 613 | |
| 3 | 607 | |
| 2 | 603 | |
| 4 | 589 | |
| 0 | 588 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 3000 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 1 | 613 | |
| 3 | 607 | |
| 2 | 603 | |
| 4 | 589 | |
| 0 | 588 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 3000 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 1 | 613 | |
| 3 | 607 | |
| 2 | 603 | |
| 4 | 589 | |
| 0 | 588 |
PainManagementTreatment
Boolean
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 3.1 KiB |
| False | |
|---|---|
| True |
| Value | Count | Frequency (%) |
| False | 2411 | |
| True | 589 | 19.6% |
PrescriptionDate
Date
| Distinct | 1355 |
|---|---|
| Distinct (%) | 45.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 23.6 KiB |
| Minimum | 2020-01-01 00:00:00 |
|---|---|
| Maximum | 2024-05-23 00:00:00 |
MedicationName
Categorical
| Distinct | 12 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 23.6 KiB |
| Morphine | |
|---|---|
| Tramadol | |
| Oxycodone | |
| Tapentadol | |
| Meperidine | |
| Other values (7) |
Length
| Max length | 13 |
|---|---|
| Median length | 10 |
| Mean length | 9.69 |
| Min length | 7 |
Characters and Unicode
| Total characters | 29070 |
|---|---|
| Distinct characters | 23 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Hydrocodone |
|---|---|
| 2nd row | Hydromorphone |
| 3rd row | Hydrocodone |
| 4th row | Oxymorphone |
| 5th row | Tramadol |
Common Values
| Value | Count | Frequency (%) |
| Morphine | 283 | |
| Tramadol | 272 | |
| Oxycodone | 263 | |
| Tapentadol | 263 | |
| Meperidine | 260 | |
| Methadone | 258 | |
| Codeine | 246 | |
| Buprenorphine | 245 | |
| Hydrocodone | 244 | |
| Hydromorphone | 224 | |
| Other values (2) | 442 |
Length
| Value | Count | Frequency (%) |
| morphine | 283 | |
| tramadol | 272 | |
| oxycodone | 263 | |
| tapentadol | 263 | |
| meperidine | 260 | |
| methadone | 258 | |
| codeine | 246 | |
| buprenorphine | 245 | |
| hydrocodone | 244 | |
| hydromorphone | 224 | |
| Other values (2) | 442 |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 3997 | |
| o | 3945 | |
| n | 3191 | |
| d | 2274 | 7.8% |
| r | 2221 | 7.6% |
| p | 1744 | 6.0% |
| a | 1546 | 5.3% |
| i | 1294 | 4.5% |
| h | 1234 | 4.2% |
| y | 1173 | 4.0% |
| Other values (13) | 6451 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 26070 | |
| Uppercase Letter | 3000 | 10.3% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| e | 3997 | |
| o | 3945 | |
| n | 3191 | |
| d | 2274 | |
| r | 2221 | |
| p | 1744 | |
| a | 1546 | 5.9% |
| i | 1294 | 5.0% |
| h | 1234 | 4.7% |
| y | 1173 | 4.5% |
| Other values (6) | 3451 |
Uppercase Letter
| Value | Count | Frequency (%) |
| M | 801 | |
| T | 535 | |
| O | 487 | |
| H | 468 | |
| C | 246 | 8.2% |
| B | 245 | 8.2% |
| F | 218 | 7.3% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 29070 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| e | 3997 | |
| o | 3945 | |
| n | 3191 | |
| d | 2274 | 7.8% |
| r | 2221 | 7.6% |
| p | 1744 | 6.0% |
| a | 1546 | 5.3% |
| i | 1294 | 4.5% |
| h | 1234 | 4.2% |
| y | 1173 | 4.0% |
| Other values (13) | 6451 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 29070 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| e | 3997 | |
| o | 3945 | |
| n | 3191 | |
| d | 2274 | 7.8% |
| r | 2221 | 7.6% |
| p | 1744 | 6.0% |
| a | 1546 | 5.3% |
| i | 1294 | 4.5% |
| h | 1234 | 4.2% |
| y | 1173 | 4.0% |
| Other values (13) | 6451 |
Dosage
Categorical
| Distinct | 12 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 23.6 KiB |
| 10 mg | |
|---|---|
| 80 mg | |
| 40 mg | |
| 75 mcg/hour | |
| 20 mg | |
| Other values (7) |
Length
| Max length | 13 |
|---|---|
| Median length | 5 |
| Mean length | 7.0466667 |
| Min length | 4 |
Characters and Unicode
| Total characters | 21140 |
|---|---|
| Distinct characters | 19 |
| Distinct categories | 4 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 10 mg |
|---|---|
| 2nd row | 100 mcg/hour |
| 3rd row | 20 mg |
| 4th row | 10 mg |
| 5th row | 80 mg |
Common Values
| Value | Count | Frequency (%) |
| 10 mg | 459 | |
| 80 mg | 250 | |
| 40 mg | 244 | |
| 75 mcg/hour | 243 | |
| 20 mg | 237 | |
| 60 mg | 236 | |
| 50 mcg/hour | 233 | |
| 2.5 mg | 231 | |
| 100 mcg/hour | 218 | |
| 12.5 mcg/hour | 218 | |
| Other values (2) | 431 |
Length
| Value | Count | Frequency (%) |
| mg | 2088 | |
| mcg/hour | 912 | |
| 10 | 459 | 7.6% |
| 80 | 250 | 4.2% |
| 40 | 244 | 4.1% |
| 75 | 243 | 4.0% |
| 20 | 237 | 4.0% |
| 60 | 236 | 3.9% |
| 50 | 233 | 3.9% |
| 2.5 | 231 | 3.9% |
| Other values (4) | 867 |
Most occurring characters
| Value | Count | Frequency (%) |
| 3000 | ||
| m | 3000 | |
| g | 3000 | |
| 0 | 2309 | |
| 5 | 1142 | 5.4% |
| c | 912 | 4.3% |
| h | 912 | 4.3% |
| r | 912 | 4.3% |
| u | 912 | 4.3% |
| o | 912 | 4.3% |
| Other values (9) | 4129 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 10560 | |
| Decimal Number | 6219 | |
| Space Separator | 3000 | 14.2% |
| Other Punctuation | 1361 | 6.4% |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 2309 | |
| 5 | 1142 | |
| 1 | 895 | 14.4% |
| 2 | 686 | 11.0% |
| 8 | 250 | 4.0% |
| 4 | 244 | 3.9% |
| 7 | 243 | 3.9% |
| 6 | 236 | 3.8% |
| 3 | 214 | 3.4% |
Lowercase Letter
| Value | Count | Frequency (%) |
| m | 3000 | |
| g | 3000 | |
| c | 912 | 8.6% |
| h | 912 | 8.6% |
| r | 912 | 8.6% |
| u | 912 | 8.6% |
| o | 912 | 8.6% |
Other Punctuation
| Value | Count | Frequency (%) |
| / | 912 | |
| . | 449 |
Space Separator
| Value | Count | Frequency (%) |
| 3000 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 10580 | |
| Latin | 10560 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 3000 | ||
| 0 | 2309 | |
| 5 | 1142 | 10.8% |
| / | 912 | 8.6% |
| 1 | 895 | 8.5% |
| 2 | 686 | 6.5% |
| . | 449 | 4.2% |
| 8 | 250 | 2.4% |
| 4 | 244 | 2.3% |
| 7 | 243 | 2.3% |
| Other values (2) | 450 | 4.3% |
Latin
| Value | Count | Frequency (%) |
| m | 3000 | |
| g | 3000 | |
| c | 912 | 8.6% |
| h | 912 | 8.6% |
| r | 912 | 8.6% |
| u | 912 | 8.6% |
| o | 912 | 8.6% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 21140 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 3000 | ||
| m | 3000 | |
| g | 3000 | |
| 0 | 2309 | |
| 5 | 1142 | 5.4% |
| c | 912 | 4.3% |
| h | 912 | 4.3% |
| r | 912 | 4.3% |
| u | 912 | 4.3% |
| o | 912 | 4.3% |
| Other values (9) | 4129 |
Frequency
Categorical
| Distinct | 4 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 23.6 KiB |
| every 8 hours | |
|---|---|
| once daily | |
| every 12 hours | |
| every 4-6 hours |
Length
| Max length | 15 |
|---|---|
| Median length | 14 |
| Mean length | 12.972 |
| Min length | 10 |
Characters and Unicode
| Total characters | 38916 |
|---|---|
| Distinct characters | 21 |
| Distinct categories | 4 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | every 8 hours |
|---|---|
| 2nd row | every 8 hours |
| 3rd row | every 4-6 hours |
| 4th row | every 12 hours |
| 5th row | every 4-6 hours |
Common Values
| Value | Count | Frequency (%) |
| every 8 hours | 763 | |
| once daily | 761 | |
| every 12 hours | 753 | |
| every 4-6 hours | 723 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| every | 2239 | |
| hours | 2239 | |
| 8 | 763 | 9.3% |
| once | 761 | 9.2% |
| daily | 761 | 9.2% |
| 12 | 753 | 9.1% |
| 4-6 | 723 | 8.8% |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 5239 | |
| 5239 | ||
| r | 4478 | |
| y | 3000 | 7.7% |
| o | 3000 | 7.7% |
| h | 2239 | 5.8% |
| u | 2239 | 5.8% |
| s | 2239 | 5.8% |
| v | 2239 | 5.8% |
| 8 | 763 | 2.0% |
| Other values (11) | 8241 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 29239 | |
| Space Separator | 5239 | 13.5% |
| Decimal Number | 3715 | 9.5% |
| Dash Punctuation | 723 | 1.9% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| e | 5239 | |
| r | 4478 | |
| y | 3000 | |
| o | 3000 | |
| h | 2239 | |
| u | 2239 | |
| s | 2239 | |
| v | 2239 | |
| a | 761 | 2.6% |
| l | 761 | 2.6% |
| Other values (4) | 3044 |
Decimal Number
| Value | Count | Frequency (%) |
| 8 | 763 | |
| 1 | 753 | |
| 2 | 753 | |
| 4 | 723 | |
| 6 | 723 |
Space Separator
| Value | Count | Frequency (%) |
| 5239 |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 723 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 29239 | |
| Common | 9677 | 24.9% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| e | 5239 | |
| r | 4478 | |
| y | 3000 | |
| o | 3000 | |
| h | 2239 | |
| u | 2239 | |
| s | 2239 | |
| v | 2239 | |
| a | 761 | 2.6% |
| l | 761 | 2.6% |
| Other values (4) | 3044 |
Common
| Value | Count | Frequency (%) |
| 5239 | ||
| 8 | 763 | 7.9% |
| 1 | 753 | 7.8% |
| 2 | 753 | 7.8% |
| 4 | 723 | 7.5% |
| - | 723 | 7.5% |
| 6 | 723 | 7.5% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 38916 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| e | 5239 | |
| 5239 | ||
| r | 4478 | |
| y | 3000 | 7.7% |
| o | 3000 | 7.7% |
| h | 2239 | 5.8% |
| u | 2239 | 5.8% |
| s | 2239 | 5.8% |
| v | 2239 | 5.8% |
| 8 | 763 | 2.0% |
| Other values (11) | 8241 |
Duration
Real number (ℝ)
| Distinct | 29 |
|---|---|
| Distinct (%) | 1.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 15.041 |
| Minimum | 1 |
|---|---|
| Maximum | 29 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 23.6 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 2 |
| Q1 | 8 |
| median | 15 |
| Q3 | 22 |
| 95-th percentile | 28 |
| Maximum | 29 |
| Range | 28 |
| Interquartile range (IQR) | 14 |
Descriptive statistics
| Standard deviation | 8.3515209 |
|---|---|
| Coefficient of variation (CV) | 0.55525038 |
| Kurtosis | -1.2053241 |
| Mean | 15.041 |
| Median Absolute Deviation (MAD) | 7 |
| Skewness | -0.0032739989 |
| Sum | 45123 |
| Variance | 69.747902 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 23 | 128 | 4.3% |
| 17 | 119 | 4.0% |
| 21 | 116 | 3.9% |
| 4 | 115 | 3.8% |
| 12 | 114 | 3.8% |
| 24 | 113 | 3.8% |
| 2 | 113 | 3.8% |
| 10 | 112 | 3.7% |
| 7 | 110 | 3.7% |
| 29 | 110 | 3.7% |
| Other values (19) | 1850 |
| Value | Count | Frequency (%) |
| 1 | 90 | |
| 2 | 113 | |
| 3 | 97 | |
| 4 | 115 | |
| 5 | 99 | |
| 6 | 98 | |
| 7 | 110 | |
| 8 | 105 | |
| 9 | 93 | |
| 10 | 112 |
| Value | Count | Frequency (%) |
| 29 | 110 | |
| 28 | 101 | |
| 27 | 93 | |
| 26 | 107 | |
| 25 | 90 | |
| 24 | 113 | |
| 23 | 128 | |
| 22 | 90 | |
| 21 | 116 | |
| 20 | 105 |
Refills
Categorical
| Distinct | 5 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 23.6 KiB |
| 0 | |
|---|---|
| 4 | |
| 2 | |
| 3 | |
| 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 3000 |
|---|---|
| Distinct characters | 5 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 2 |
| 4th row | 0 |
| 5th row | 2 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 637 | |
| 4 | 617 | |
| 2 | 591 | |
| 3 | 580 | |
| 1 | 575 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 637 | |
| 4 | 617 | |
| 2 | 591 | |
| 3 | 580 | |
| 1 | 575 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 637 | |
| 4 | 617 | |
| 2 | 591 | |
| 3 | 580 | |
| 1 | 575 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 3000 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 637 | |
| 4 | 617 | |
| 2 | 591 | |
| 3 | 580 | |
| 1 | 575 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 3000 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 637 | |
| 4 | 617 | |
| 2 | 591 | |
| 3 | 580 | |
| 1 | 575 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 3000 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 637 | |
| 4 | 617 | |
| 2 | 591 | |
| 3 | 580 | |
| 1 | 575 |
MedicationClass
Categorical
| Distinct | 3 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 23.6 KiB |
| Analgesic | |
|---|---|
| Narcotic | |
| Opioid |
Length
| Max length | 9 |
|---|---|
| Median length | 8 |
| Mean length | 7.705 |
| Min length | 6 |
Characters and Unicode
| Total characters | 23115 |
|---|---|
| Distinct characters | 16 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Opioid |
|---|---|
| 2nd row | Narcotic |
| 3rd row | Analgesic |
| 4th row | Analgesic |
| 5th row | Analgesic |
Common Values
| Value | Count | Frequency (%) |
| Analgesic | 1029 | |
| Narcotic | 1014 | |
| Opioid | 957 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| analgesic | 1029 | |
| narcotic | 1014 | |
| opioid | 957 |
Most occurring characters
| Value | Count | Frequency (%) |
| i | 3957 | |
| c | 3057 | |
| a | 2043 | 8.8% |
| o | 1971 | 8.5% |
| A | 1029 | 4.5% |
| n | 1029 | 4.5% |
| l | 1029 | 4.5% |
| g | 1029 | 4.5% |
| e | 1029 | 4.5% |
| s | 1029 | 4.5% |
| Other values (6) | 5913 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 20115 | |
| Uppercase Letter | 3000 | 13.0% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| i | 3957 | |
| c | 3057 | |
| a | 2043 | |
| o | 1971 | |
| n | 1029 | 5.1% |
| l | 1029 | 5.1% |
| g | 1029 | 5.1% |
| e | 1029 | 5.1% |
| s | 1029 | 5.1% |
| r | 1014 | 5.0% |
| Other values (3) | 2928 |
Uppercase Letter
| Value | Count | Frequency (%) |
| A | 1029 | |
| N | 1014 | |
| O | 957 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 23115 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| i | 3957 | |
| c | 3057 | |
| a | 2043 | 8.8% |
| o | 1971 | 8.5% |
| A | 1029 | 4.5% |
| n | 1029 | 4.5% |
| l | 1029 | 4.5% |
| g | 1029 | 4.5% |
| e | 1029 | 4.5% |
| s | 1029 | 4.5% |
| Other values (6) | 5913 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 23115 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| i | 3957 | |
| c | 3057 | |
| a | 2043 | 8.8% |
| o | 1971 | 8.5% |
| A | 1029 | 4.5% |
| n | 1029 | 4.5% |
| l | 1029 | 4.5% |
| g | 1029 | 4.5% |
| e | 1029 | 4.5% |
| s | 1029 | 4.5% |
| Other values (6) | 5913 |
Adherence
Categorical
| Distinct | 3 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 23.6 KiB |
| High | |
|---|---|
| Low | |
| Moderate |
Length
| Max length | 8 |
|---|---|
| Median length | 4 |
| Mean length | 4.9906667 |
| Min length | 3 |
Characters and Unicode
| Total characters | 14972 |
|---|---|
| Distinct characters | 13 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Moderate |
|---|---|
| 2nd row | Low |
| 3rd row | Moderate |
| 4th row | Low |
| 5th row | High |
Common Values
| Value | Count | Frequency (%) |
| High | 1017 | |
| Low | 992 | |
| Moderate | 991 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| high | 1017 | |
| low | 992 | |
| moderate | 991 |
Most occurring characters
| Value | Count | Frequency (%) |
| o | 1983 | |
| e | 1982 | |
| H | 1017 | 6.8% |
| i | 1017 | 6.8% |
| g | 1017 | 6.8% |
| h | 1017 | 6.8% |
| L | 992 | 6.6% |
| w | 992 | 6.6% |
| M | 991 | 6.6% |
| d | 991 | 6.6% |
| Other values (3) | 2973 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 11972 | |
| Uppercase Letter | 3000 | 20.0% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| o | 1983 | |
| e | 1982 | |
| i | 1017 | |
| g | 1017 | |
| h | 1017 | |
| w | 992 | |
| d | 991 | |
| r | 991 | |
| a | 991 | |
| t | 991 |
Uppercase Letter
| Value | Count | Frequency (%) |
| H | 1017 | |
| L | 992 | |
| M | 991 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 14972 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| o | 1983 | |
| e | 1982 | |
| H | 1017 | 6.8% |
| i | 1017 | 6.8% |
| g | 1017 | 6.8% |
| h | 1017 | 6.8% |
| L | 992 | 6.6% |
| w | 992 | 6.6% |
| M | 991 | 6.6% |
| d | 991 | 6.6% |
| Other values (3) | 2973 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 14972 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| o | 1983 | |
| e | 1982 | |
| H | 1017 | 6.8% |
| i | 1017 | 6.8% |
| g | 1017 | 6.8% |
| h | 1017 | 6.8% |
| L | 992 | 6.6% |
| w | 992 | 6.6% |
| M | 991 | 6.6% |
| d | 991 | 6.6% |
| Other values (3) | 2973 |
ClinicalNotes
Categorical
| Distinct | 11 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 23.6 KiB |
| Recovering from injury, prescribed Codeine. | |
|---|---|
| Post-operative pain managed with Hydrocodone. | |
| Patient with previous substance abuse, now on Methadone treatment. | |
| Patient reports effective pain relief with Tapentadol. | |
| Patient reports chronic back pain, prescribed Fentanyl patch. | |
| Other values (6) |
Length
| Max length | 66 |
|---|---|
| Median length | 54 |
| Mean length | 51.982333 |
| Min length | 39 |
Characters and Unicode
| Total characters | 155947 |
|---|---|
| Distinct characters | 38 |
| Distinct categories | 5 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Post-operative pain managed with Hydrocodone. |
|---|---|
| 2nd row | Prescribed Oxymorphone for severe pain. |
| 3rd row | Patient reports effective pain relief with Tapentadol. |
| 4th row | Using Tramadol for moderate pain management. |
| 5th row | Patient reports effective pain relief with Tapentadol. |
Common Values
| Value | Count | Frequency (%) |
| Recovering from injury, prescribed Codeine. | 300 | |
| Post-operative pain managed with Hydrocodone. | 290 | |
| Patient with previous substance abuse, now on Methadone treatment. | 280 | |
| Patient reports effective pain relief with Tapentadol. | 276 | |
| Patient reports chronic back pain, prescribed Fentanyl patch. | 274 | |
| History of depression, taking Oxycodone for post-surgery pain. | 271 | |
| Prescribed Oxymorphone for severe pain. | 269 | |
| Using Tramadol for moderate pain management. | 269 | |
| Meperidine prescribed for acute pain episodes. | 264 | |
| Chronic arthritis, using Hydromorphone for pain relief. | 260 |
Length
| Value | Count | Frequency (%) |
| pain | 2420 | 12.2% |
| prescribed | 1354 | 6.8% |
| for | 1333 | 6.7% |
| with | 846 | 4.3% |
| patient | 830 | 4.2% |
| reports | 550 | 2.8% |
| from | 547 | 2.8% |
| relief | 536 | 2.7% |
| chronic | 534 | 2.7% |
| using | 529 | 2.7% |
| Other values (37) | 10375 |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 17667 | 11.3% |
| 16854 | 10.8% | |
| r | 12950 | 8.3% |
| i | 11661 | 7.5% |
| n | 11149 | 7.1% |
| o | 10403 | 6.7% |
| a | 9001 | 5.8% |
| t | 8271 | 5.3% |
| p | 7268 | 4.7% |
| s | 6502 | 4.2% |
| Other values (28) | 44221 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 128164 | |
| Space Separator | 16854 | 10.8% |
| Uppercase Letter | 5736 | 3.7% |
| Other Punctuation | 4632 | 3.0% |
| Dash Punctuation | 561 | 0.4% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| e | 17667 | |
| r | 12950 | |
| i | 11661 | |
| n | 11149 | 8.7% |
| o | 10403 | 8.1% |
| a | 9001 | 7.0% |
| t | 8271 | 6.5% |
| p | 7268 | 5.7% |
| s | 6502 | 5.1% |
| c | 5132 | 4.0% |
| Other values (14) | 28160 |
Uppercase Letter
| Value | Count | Frequency (%) |
| P | 1389 | |
| H | 821 | |
| M | 791 | |
| C | 560 | |
| T | 545 | 9.5% |
| O | 540 | 9.4% |
| R | 300 | 5.2% |
| F | 274 | 4.8% |
| U | 269 | 4.7% |
| E | 247 | 4.3% |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 3000 | |
| , | 1632 |
Space Separator
| Value | Count | Frequency (%) |
| 16854 |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 561 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 133900 | |
| Common | 22047 | 14.1% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| e | 17667 | |
| r | 12950 | 9.7% |
| i | 11661 | 8.7% |
| n | 11149 | 8.3% |
| o | 10403 | 7.8% |
| a | 9001 | 6.7% |
| t | 8271 | 6.2% |
| p | 7268 | 5.4% |
| s | 6502 | 4.9% |
| c | 5132 | 3.8% |
| Other values (24) | 33896 |
Common
| Value | Count | Frequency (%) |
| 16854 | ||
| . | 3000 | 13.6% |
| , | 1632 | 7.4% |
| - | 561 | 2.5% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 155947 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| e | 17667 | 11.3% |
| 16854 | 10.8% | |
| r | 12950 | 8.3% |
| i | 11661 | 7.5% |
| n | 11149 | 7.1% |
| o | 10403 | 6.7% |
| a | 9001 | 5.8% |
| t | 8271 | 5.3% |
| p | 7268 | 4.7% |
| s | 6502 | 4.2% |
| Other values (28) | 44221 |
Specialty
Categorical
| Distinct | 4 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 23.6 KiB |
| Pain Management | |
|---|---|
| Primary Care | |
| Orthopedics | |
| Oncology |
Length
| Max length | 15 |
|---|---|
| Median length | 12 |
| Mean length | 11.531 |
| Min length | 8 |
Characters and Unicode
| Total characters | 34593 |
|---|---|
| Distinct characters | 21 |
| Distinct categories | 3 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Orthopedics |
|---|---|
| 2nd row | Pain Management |
| 3rd row | Oncology |
| 4th row | Orthopedics |
| 5th row | Oncology |
Common Values
| Value | Count | Frequency (%) |
| Pain Management | 765 | |
| Primary Care | 750 | |
| Orthopedics | 746 | |
| Oncology | 739 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| pain | 765 | |
| management | 765 | |
| primary | 750 | |
| care | 750 | |
| orthopedics | 746 | |
| oncology | 739 |
Most occurring characters
| Value | Count | Frequency (%) |
| a | 3795 | 11.0% |
| n | 3034 | 8.8% |
| e | 3026 | 8.7% |
| r | 2996 | 8.7% |
| i | 2261 | 6.5% |
| o | 2224 | 6.4% |
| m | 1515 | 4.4% |
| P | 1515 | 4.4% |
| 1515 | 4.4% | |
| t | 1511 | 4.4% |
| Other values (11) | 11201 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 28563 | |
| Uppercase Letter | 4515 | 13.1% |
| Space Separator | 1515 | 4.4% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| a | 3795 | |
| n | 3034 | |
| e | 3026 | |
| r | 2996 | |
| i | 2261 | |
| o | 2224 | |
| m | 1515 | 5.3% |
| t | 1511 | 5.3% |
| g | 1504 | 5.3% |
| y | 1489 | 5.2% |
| Other values (6) | 5208 |
Uppercase Letter
| Value | Count | Frequency (%) |
| P | 1515 | |
| O | 1485 | |
| M | 765 | |
| C | 750 |
Space Separator
| Value | Count | Frequency (%) |
| 1515 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 33078 | |
| Common | 1515 | 4.4% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| a | 3795 | 11.5% |
| n | 3034 | 9.2% |
| e | 3026 | 9.1% |
| r | 2996 | 9.1% |
| i | 2261 | 6.8% |
| o | 2224 | 6.7% |
| m | 1515 | 4.6% |
| P | 1515 | 4.6% |
| t | 1511 | 4.6% |
| g | 1504 | 4.5% |
| Other values (10) | 9697 |
Common
| Value | Count | Frequency (%) |
| 1515 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 34593 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| a | 3795 | 11.0% |
| n | 3034 | 8.8% |
| e | 3026 | 8.7% |
| r | 2996 | 8.7% |
| i | 2261 | 6.5% |
| o | 2224 | 6.4% |
| m | 1515 | 4.4% |
| P | 1515 | 4.4% |
| 1515 | 4.4% | |
| t | 1511 | 4.4% |
| Other values (11) | 11201 |
AppointmentType
Categorical
| Distinct | 3 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 23.6 KiB |
| Consultation | |
|---|---|
| Follow-up | |
| Routine Check-up |
Length
| Max length | 16 |
|---|---|
| Median length | 12 |
| Mean length | 12.235667 |
| Min length | 9 |
Characters and Unicode
| Total characters | 36707 |
|---|---|
| Distinct characters | 19 |
| Distinct categories | 4 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Routine Check-up |
|---|---|
| 2nd row | Consultation |
| 3rd row | Routine Check-up |
| 4th row | Consultation |
| 5th row | Follow-up |
Common Values
| Value | Count | Frequency (%) |
| Consultation | 1061 | |
| Follow-up | 1007 | |
| Routine Check-up | 932 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| consultation | 1061 | |
| follow-up | 1007 | |
| routine | 932 | |
| check-up | 932 |
Most occurring characters
| Value | Count | Frequency (%) |
| o | 5068 | |
| u | 3932 | |
| l | 3075 | 8.4% |
| n | 3054 | 8.3% |
| t | 3054 | 8.3% |
| C | 1993 | 5.4% |
| i | 1993 | 5.4% |
| p | 1939 | 5.3% |
| - | 1939 | 5.3% |
| e | 1864 | 5.1% |
| Other values (9) | 8796 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 29904 | |
| Uppercase Letter | 3932 | 10.7% |
| Dash Punctuation | 1939 | 5.3% |
| Space Separator | 932 | 2.5% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| o | 5068 | |
| u | 3932 | |
| l | 3075 | |
| n | 3054 | |
| t | 3054 | |
| i | 1993 | 6.7% |
| p | 1939 | 6.5% |
| e | 1864 | 6.2% |
| s | 1061 | 3.5% |
| a | 1061 | 3.5% |
| Other values (4) | 3803 |
Uppercase Letter
| Value | Count | Frequency (%) |
| C | 1993 | |
| F | 1007 | |
| R | 932 |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 1939 |
Space Separator
| Value | Count | Frequency (%) |
| 932 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 33836 | |
| Common | 2871 | 7.8% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| o | 5068 | |
| u | 3932 | |
| l | 3075 | |
| n | 3054 | |
| t | 3054 | |
| C | 1993 | 5.9% |
| i | 1993 | 5.9% |
| p | 1939 | 5.7% |
| e | 1864 | 5.5% |
| s | 1061 | 3.1% |
| Other values (7) | 6803 |
Common
| Value | Count | Frequency (%) |
| - | 1939 | |
| 932 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 36707 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| o | 5068 | |
| u | 3932 | |
| l | 3075 | 8.4% |
| n | 3054 | 8.3% |
| t | 3054 | 8.3% |
| C | 1993 | 5.4% |
| i | 1993 | 5.4% |
| p | 1939 | 5.3% |
| - | 1939 | 5.3% |
| e | 1864 | 5.1% |
| Other values (9) | 8796 |
SubSpecialty
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 23.6 KiB |
| Specialized | |
|---|---|
| General |
Length
| Max length | 11 |
|---|---|
| Median length | 11 |
| Mean length | 9.0426667 |
| Min length | 7 |
Characters and Unicode
| Total characters | 27128 |
|---|---|
| Distinct characters | 12 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Specialized |
|---|---|
| 2nd row | General |
| 3rd row | Specialized |
| 4th row | Specialized |
| 5th row | General |
Common Values
| Value | Count | Frequency (%) |
| Specialized | 1532 | |
| General | 1468 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| specialized | 1532 | |
| general | 1468 |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 6000 | |
| i | 3064 | |
| a | 3000 | |
| l | 3000 | |
| S | 1532 | 5.6% |
| p | 1532 | 5.6% |
| c | 1532 | 5.6% |
| z | 1532 | 5.6% |
| d | 1532 | 5.6% |
| G | 1468 | 5.4% |
| Other values (2) | 2936 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 24128 | |
| Uppercase Letter | 3000 | 11.1% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| e | 6000 | |
| i | 3064 | |
| a | 3000 | |
| l | 3000 | |
| p | 1532 | 6.3% |
| c | 1532 | 6.3% |
| z | 1532 | 6.3% |
| d | 1532 | 6.3% |
| n | 1468 | 6.1% |
| r | 1468 | 6.1% |
Uppercase Letter
| Value | Count | Frequency (%) |
| S | 1532 | |
| G | 1468 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 27128 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| e | 6000 | |
| i | 3064 | |
| a | 3000 | |
| l | 3000 | |
| S | 1532 | 5.6% |
| p | 1532 | 5.6% |
| c | 1532 | 5.6% |
| z | 1532 | 5.6% |
| d | 1532 | 5.6% |
| G | 1468 | 5.4% |
| Other values (2) | 2936 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 27128 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| e | 6000 | |
| i | 3064 | |
| a | 3000 | |
| l | 3000 | |
| S | 1532 | 5.6% |
| p | 1532 | 5.6% |
| c | 1532 | 5.6% |
| z | 1532 | 5.6% |
| d | 1532 | 5.6% |
| G | 1468 | 5.4% |
| Other values (2) | 2936 |
| Distinct | 2945 |
|---|---|
| Distinct (%) | 98.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 23.6 KiB |
| Minimum | 2024-07-16 00:00:08 |
|---|---|
| Maximum | 2024-07-16 23:59:57 |
| Distinct | 2935 |
|---|---|
| Distinct (%) | 97.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 23.6 KiB |
| Minimum | 2024-07-16 00:00:54 |
|---|---|
| Maximum | 2024-07-16 23:59:43 |
TotalTimeSpentwithPhysician
Real number (ℝ)
| Distinct | 50 |
|---|---|
| Distinct (%) | 1.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 35.008 |
| Minimum | 10 |
|---|---|
| Maximum | 59 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 23.6 KiB |
Quantile statistics
| Minimum | 10 |
|---|---|
| 5-th percentile | 12 |
| Q1 | 23 |
| median | 35 |
| Q3 | 47 |
| 95-th percentile | 57 |
| Maximum | 59 |
| Range | 49 |
| Interquartile range (IQR) | 24 |
Descriptive statistics
| Standard deviation | 14.271621 |
|---|---|
| Coefficient of variation (CV) | 0.40766742 |
| Kurtosis | -1.17811 |
| Mean | 35.008 |
| Median Absolute Deviation (MAD) | 12 |
| Skewness | -0.036898559 |
| Sum | 105024 |
| Variance | 203.67916 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 43 | 78 | 2.6% |
| 47 | 74 | 2.5% |
| 26 | 73 | 2.4% |
| 34 | 72 | 2.4% |
| 54 | 71 | 2.4% |
| 52 | 70 | 2.3% |
| 59 | 70 | 2.3% |
| 19 | 68 | 2.3% |
| 50 | 67 | 2.2% |
| 20 | 67 | 2.2% |
| Other values (40) | 2290 |
| Value | Count | Frequency (%) |
| 10 | 55 | |
| 11 | 51 | |
| 12 | 54 | |
| 13 | 48 | |
| 14 | 54 | |
| 15 | 64 | |
| 16 | 63 | |
| 17 | 50 | |
| 18 | 48 | |
| 19 | 68 |
| Value | Count | Frequency (%) |
| 59 | 70 | |
| 58 | 60 | |
| 57 | 58 | |
| 56 | 52 | |
| 55 | 56 | |
| 54 | 71 | |
| 53 | 57 | |
| 52 | 70 | |
| 51 | 58 | |
| 50 | 67 |
| PatientID | Age | Gender | Race | ZipCode | ChronicPainConditions | NumOpioidPrescriptions | AverageDosage | DurationOfPrescriptions | NumHealthcareVisits | NumHospitalizations | PainManagementTreatment | PrescriptionDate | MedicationName | Dosage | Frequency | Duration | Refills | MedicationClass | Adherence | ClinicalNotes | Specialty | AppointmentType | SubSpecialty | TimeofAppointment | TimeSeenbyPhysician | TotalTimeSpentwithPhysician | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 4479647884230 | 54 | Female | Other | 73301 | Fibromyalgia | 6 | 80 | 7 | 18 | 0 | No | 2023-12-06 | Hydrocodone | 10 mg | every 8 hours | 1 | 0 | Opioid | Moderate | Post-operative pain managed with Hydrocodone. | Orthopedics | Routine Check-up | Specialized | 13:39:02 | 16:33:59 | 36 |
| 1 | 6354629782347 | 21 | Female | Asian | 60601 | Cancer Pain | 11 | 70 | 25 | 12 | 0 | Yes | 2022-02-21 | Hydromorphone | 100 mcg/hour | every 8 hours | 20 | 0 | Narcotic | Low | Prescribed Oxymorphone for severe pain. | Pain Management | Consultation | General | 19:44:46 | 17:33:37 | 51 |
| 2 | 4665077438222 | 67 | Female | White | 90210 | Fibromyalgia | 5 | 15 | 7 | 10 | 2 | No | 2023-05-01 | Hydrocodone | 20 mg | every 4-6 hours | 7 | 2 | Analgesic | Moderate | Patient reports effective pain relief with Tapentadol. | Oncology | Routine Check-up | Specialized | 18:05:34 | 04:39:28 | 46 |
| 3 | 2844761285195 | 41 | Male | White | 10001 | Fibromyalgia | 16 | 94 | 19 | 14 | 2 | No | 2020-03-04 | Oxymorphone | 10 mg | every 12 hours | 28 | 0 | Analgesic | Low | Using Tramadol for moderate pain management. | Orthopedics | Consultation | Specialized | 15:16:11 | 15:52:51 | 16 |
| 4 | 4785391177871 | 36 | Male | White | 10001 | Post-Surgery Pain | 7 | 22 | 6 | 9 | 3 | Yes | 2020-09-19 | Tramadol | 80 mg | every 4-6 hours | 25 | 2 | Analgesic | High | Patient reports effective pain relief with Tapentadol. | Oncology | Follow-up | General | 22:17:05 | 02:17:33 | 14 |
| 5 | 3625457519614 | 53 | Female | Black | 10001 | Chronic Back Pain | 5 | 89 | 11 | 8 | 4 | No | 2021-06-28 | Hydromorphone | 60 mg | once daily | 9 | 4 | Analgesic | Low | Patient with previous substance abuse, now on Methadone treatment. | Oncology | Consultation | Specialized | 01:36:35 | 19:34:36 | 24 |
| 6 | 9323406799110 | 77 | Male | Black | 73301 | Post-Surgery Pain | 11 | 56 | 29 | 8 | 2 | Yes | 2020-08-20 | Codeine | 60 mg | every 8 hours | 28 | 1 | Analgesic | Moderate | Using Tramadol for moderate pain management. | Orthopedics | Consultation | General | 16:56:53 | 02:55:40 | 51 |
| 7 | 6902918791152 | 56 | Female | Hispanic | 60601 | Post-Surgery Pain | 15 | 50 | 11 | 19 | 3 | No | 2020-09-05 | Morphine | 80 mg | every 12 hours | 26 | 1 | Narcotic | High | Patient with previous substance abuse, now on Methadone treatment. | Oncology | Consultation | General | 09:17:59 | 23:23:25 | 17 |
| 8 | 434358051986 | 27 | Female | Hispanic | 10001 | Fibromyalgia | 3 | 48 | 7 | 0 | 4 | No | 2020-09-08 | Buprenorphine | 100 mcg/hour | every 12 hours | 17 | 1 | Analgesic | Moderate | Patient reports effective pain relief with Tapentadol. | Orthopedics | Consultation | General | 15:39:28 | 22:41:01 | 18 |
| 9 | 9499380676119 | 42 | Male | Hispanic | 10001 | Fibromyalgia | 5 | 26 | 2 | 16 | 0 | Yes | 2021-12-17 | Oxycodone | 12.5 mcg/hour | every 8 hours | 21 | 4 | Narcotic | Low | Prescribed Oxymorphone for severe pain. | Oncology | Consultation | General | 12:51:13 | 04:39:45 | 20 |
| PatientID | Age | Gender | Race | ZipCode | ChronicPainConditions | NumOpioidPrescriptions | AverageDosage | DurationOfPrescriptions | NumHealthcareVisits | NumHospitalizations | PainManagementTreatment | PrescriptionDate | MedicationName | Dosage | Frequency | Duration | Refills | MedicationClass | Adherence | ClinicalNotes | Specialty | AppointmentType | SubSpecialty | TimeofAppointment | TimeSeenbyPhysician | TotalTimeSpentwithPhysician | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 2990 | 1612536616106 | 24 | Female | Black | 60601 | Chronic Back Pain | 16 | 11 | 27 | 2 | 2 | Yes | 2020-08-15 | Hydromorphone | 80 mg | once daily | 7 | 0 | Narcotic | High | History of depression, taking Oxycodone for post-surgery pain. | Pain Management | Consultation | Specialized | 04:08:15 | 04:02:39 | 37 |
| 2991 | 3476750223797 | 77 | Male | Hispanic | 30301 | Chronic Back Pain | 19 | 69 | 15 | 6 | 0 | No | 2023-11-30 | Morphine | 100 mcg/hour | every 12 hours | 1 | 4 | Opioid | High | Experiencing severe pain from cancer, prescribed Morphine. | Orthopedics | Consultation | Specialized | 01:16:34 | 17:47:09 | 31 |
| 2992 | 3844620671502 | 38 | Female | Other | 30301 | Arthritis | 10 | 28 | 10 | 2 | 4 | No | 2023-01-11 | Morphine | 80 mg | every 4-6 hours | 24 | 3 | Analgesic | High | Meperidine prescribed for acute pain episodes. | Orthopedics | Consultation | General | 04:57:36 | 04:35:29 | 50 |
| 2993 | 5190759422798 | 55 | Male | White | 73301 | Post-Surgery Pain | 16 | 49 | 4 | 16 | 4 | No | 2024-02-03 | Morphine | 5 mg | every 8 hours | 12 | 2 | Opioid | Low | Patient reports effective pain relief with Tapentadol. | Pain Management | Consultation | General | 17:27:17 | 17:45:29 | 22 |
| 2994 | 3410939394533 | 60 | Male | Hispanic | 73301 | Post-Surgery Pain | 5 | 65 | 21 | 7 | 3 | No | 2021-04-11 | Methadone | 30 mg | every 8 hours | 5 | 0 | Narcotic | Low | Prescribed Oxymorphone for severe pain. | Oncology | Consultation | Specialized | 07:15:35 | 13:42:58 | 50 |
| 2995 | 9657263226381 | 66 | Male | Black | 10001 | Chronic Back Pain | 16 | 23 | 28 | 18 | 2 | No | 2021-06-18 | Hydromorphone | 60 mg | every 4-6 hours | 9 | 3 | Opioid | Moderate | Chronic arthritis, using Hydromorphone for pain relief. | Orthopedics | Consultation | Specialized | 10:37:42 | 22:54:39 | 56 |
| 2996 | 8361706256156 | 68 | Female | Other | 90210 | Cancer Pain | 1 | 36 | 1 | 13 | 1 | No | 2020-07-14 | Oxycodone | 12.5 mcg/hour | every 12 hours | 12 | 2 | Opioid | Low | Post-operative pain managed with Hydrocodone. | Pain Management | Follow-up | General | 11:33:25 | 06:17:30 | 59 |
| 2997 | 2029879662568 | 45 | Male | Hispanic | 90210 | Post-Surgery Pain | 5 | 34 | 14 | 4 | 1 | No | 2023-08-02 | Codeine | 20 mg | every 4-6 hours | 11 | 1 | Analgesic | High | Meperidine prescribed for acute pain episodes. | Orthopedics | Consultation | Specialized | 18:12:36 | 03:07:30 | 45 |
| 2998 | 927963016179 | 74 | Female | Hispanic | 30301 | Fibromyalgia | 13 | 69 | 20 | 18 | 2 | No | 2020-12-19 | Codeine | 2.5 mg | every 4-6 hours | 12 | 4 | Analgesic | Low | Prescribed Oxymorphone for severe pain. | Orthopedics | Routine Check-up | General | 13:50:41 | 21:08:51 | 31 |
| 2999 | 3958201494210 | 61 | Female | White | 10001 | Fibromyalgia | 13 | 36 | 20 | 12 | 4 | No | 2022-10-17 | Hydromorphone | 20 mg | every 4-6 hours | 3 | 1 | Opioid | Low | History of depression, taking Oxycodone for post-surgery pain. | Oncology | Follow-up | Specialized | 15:32:54 | 05:52:29 | 13 |